Ana M. Barragan-Montero
Orcid: 0000-0002-9485-3076
According to our database1,
Ana M. Barragan-Montero
authored at least 8 papers
between 2018 and 2023.
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Bibliography
2023
Can input reconstruction be used to directly estimate uncertainty of a regression U-Net model? - Application to proton therapy dose prediction for head and neck cancer patients.
CoRR, 2023
2022
OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines.
CoRR, 2022
2021
Mach. Learn. Sci. Technol., 2021
Domain adversarial networks and intensity-based data augmentation for male pelvic organ segmentation in cone beam CT.
Comput. Biol. Medicine, 2021
Estimating uncertainty in radiation oncology dose prediction with dropout and bootstrap in U-Net models.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
2020
Dose Prediction with Deep Learning for Prostate Cancer Radiation Therapy: Model Adaptation to Different Treatment Planning Practices.
CoRR, 2020
2019
Application of deep neural networks for automatic planning in radiation oncology treatments.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
2018
Three-Dimensional Dose Prediction for Lung IMRT Patients with Deep Neural Networks: Robust Learning from Heterogeneous Beam Configurations.
CoRR, 2018